Jeonghwan Cheon

Pretraining with Random Noise for Fast and Robust Learning without Weight Transport

The brain prepares for learning even before interacting with the environment, by refining and optimizing its structures through spontaneous neural activity that resembles random noise. However, the mechanism of such a process has yet to be understood, and it is unclear whether this process can benef…